M2 Medical Imaging

Lab  MRI acquisition & image reconstruction tutorial

1st Lab on MR data acquisition (sampling)

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1. Basic deterministic under-sampling

2. iid Variable Density Sampling

3. 1D Cartesian structured VDS along parallel lines

4. Cartesian periodic under-sampling along parallel lines

5. Non-Cartesian radial under-sampling

6. Non-Cartesian spiral under-sampling

8. Non-Cartesian 3D under-sampling

2nd Lab on MR image reconstruction

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9. Iterative CS-based MR image reconstruction from Cartesian data

10. Non-Cartesian MR image reconstruction

11. Self-calibrated CS-pMR image reconstruction from undersampled Cartesian data

12. Self-calibrated CS-pMR image reconstruction from undersampled non-Cartesian data

13. Calibrationless CS-pMR image reconstruction from undersampled Cartesian data

14. Deep learning MRI reconstructoion: Simple UNet model.